{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "c158bd24-6969-4dbb-a8cc-f555994a3240",
   "metadata": {},
   "source": [
    "## 玉玦图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "aa6f7797-5e0b-46d8-a15f-754a6710860b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# 数据\n",
    "sizes = [37.5, 29.2, 20.8, 12.5]  # 各个环的百分比\n",
    "labels = ['>=20', '>=30', '>=40', '>=50']  # 标签\n",
    "colors = ['#FF6B6B', '#FFD93D', '#4ECDC4', '#1A535C']  # 每个环的颜色\n",
    "\n",
    "# 绘制环形图\n",
    "fig, ax = plt.subplots(figsize=(8, 8))\n",
    "\n",
    "# 使用多个环形绘制\n",
    "widths = [0.3, 0.3, 0.3, 0.3]  # 每个环的宽度\n",
    "radii = [1.3, 1.0, 0.7, 0.4]  # 每个环的半径\n",
    "\n",
    "for i, (size, width, radius, color, label) in enumerate(zip(sizes, widths, radii, colors, labels)):\n",
    "    wedges, _ = ax.pie([size, 100 - size], radius=radius, colors=[color, 'none'], startangle=90,\n",
    "                       wedgeprops=dict(width=width, edgecolor='white'))\n",
    "    # 添加百分比和标签\n",
    "    ax.text(0, radius - width / 2, f\"{size}%\", ha='center', va='center', color='white', fontsize=12)\n",
    "    ax.text(-1.5, radius - width / 2, label, ha='right', va='center', color='white', fontsize=12)\n",
    "\n",
    "fig.patch.set_facecolor('#1E2A38')\n",
    "ax.set_facecolor('#1E2A38')\n",
    "\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "plt.title('2022年上半年龄分布')\n",
    "ax.axis('equal')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d70c4e6b-f5ec-4ea4-a7af-ead91e7aa7e2",
   "metadata": {},
   "source": [
    "## 跑道图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "e1a45249-80d7-42df-9df1-39dbf62ac075",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# 数据\n",
    "departments = [\"人力部\", \"行政部\", \"财务部\", \"工程部\", \"采购部\", \"销售部\"]\n",
    "values = [130, 226, 238, 293, 326, 451]\n",
    "positions = [702, 606, 594, 539, 506, 381]  # 环的半径位置\n",
    "total = 1664  # 公司总人数\n",
    "colors = [\"#ba68c8\", \"#ff8a65\", \"#6ab0de\", \"#88d8b0\", \"#ffcc5c\", \"#ff6f61\"]\n",
    "\n",
    "# 计算每个部门的占比\n",
    "ratios = [value / total for value in values]\n",
    "\n",
    "# 设置图形\n",
    "fig, ax = plt.subplots(figsize=(10, 6), subplot_kw=dict(polar=True))\n",
    "fig.patch.set_facecolor(\"black\")  # 设置背景颜色为黑色\n",
    "ax.set_facecolor(\"black\")\n",
    "ax.set_theta_offset(np.pi / 2)\n",
    "ax.set_theta_direction(-1)\n",
    "\n",
    "# 绘制跑道图\n",
    "width = 0.1  # 保持环宽度一致\n",
    "for i, (ratio, color, position) in enumerate(zip(ratios, colors, positions)):\n",
    "    # 根据人数的比例控制角度覆盖范围\n",
    "    angles = np.linspace(0, 2 * np.pi * ratio, 100)  # 每个部门环的角度范围与人数成比例\n",
    "    radii = np.full_like(angles, position / 1000)  # 使用“占位”调整半径位置\n",
    "    ax.fill_between(angles, radii, radii - width, color=color, label=f\"{departments[i]} {values[i]}\")\n",
    "\n",
    "# 添加标签和标题\n",
    "ax.text(0, 0, \"2022年上半年各部门人数\", ha='center', va='center', fontsize=16, color=\"white\", fontweight=\"bold\")\n",
    "ax.set_title(\"公司总人数1664，销售部人数最多451，占比27%\", va='bottom', fontsize=12, color=\"white\")\n",
    "\n",
    "# 去掉坐标轴\n",
    "ax.set_axis_off()\n",
    "plt.legend(loc=\"upper left\", bbox_to_anchor=(1.1, 1.05), labelcolor=\"white\", facecolor=\"black\", edgecolor=\"black\")\n",
    "\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "76ea15a7-bb7d-4061-8b60-12f799ecf2bc",
   "metadata": {},
   "source": [
    "## 水球图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "f53b9e61-5753-49b8-b207-e09e18ec9a33",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "# 创建一个圆形\n",
    "circle = plt.Circle((0.5, 0.5), 0.4, color='blue', alpha=0.3)\n",
    "\n",
    "# 创建一个图形和一个轴\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "# 添加圆形到轴中\n",
    "ax.add_artist(circle)\n",
    "\n",
    "# 设置轴的比例和限制\n",
    "ax.set_aspect('equal')\n",
    "ax.set_xlim(0, 1)\n",
    "ax.set_ylim(0, 1)\n",
    "x = np.linspace(0, 1, 100)\n",
    "y = 0.4 + 0.1 * np.sin(10 * np.pi * x)\n",
    "ax.fill_between(x, y, color='blue', alpha=0.5)\n",
    "\n",
    "# 设置标题和显示图形\n",
    "ax.set_title('水球图')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ab4420e2-4ffe-4e24-b028-a2ad32e9ed19",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
